Meghana Patibandla
Machine Learning Engineer |AWS Certified |Data Scientist Specializing in AI/ML | NLP | Generative AI | LLM | RAG | Research
- Role
- Ai Ml Engineer at Vanguard
- Location
- Charlotte, NC, US
- LinkedIn followers
- 500 followers
About Meghana Patibandla
Hello! I’m a Data & AI Engineer with 4+ years of experience solving complex business problems using cutting-edge technologies across Generative AI, NLP, LLMs, and cloud-native ML solutions. My work spans industries like finance, insurance, and regulatory compliance, where I’ve designed and deployed robust AI pipelines that enhance decision-making and operational efficiency. I built LLM-powered classification systems using RAG pipelines (Amazon Bedrock, Titan, OpenSearch), boosting accuracy by 81% for regulatory recommendations. Architected and scaled multi-tenant chatbots and NL-to-SQL systems with secure, real-time inference using SageMaker, vLLM, and CDK. Developed reusable ML workflows and CI/CD for model deployment using MLflow, GitHub Actions. Experienced in full-stack AI delivery — from data ingestion and feature engineering to model tuning, monitoring, and client-facing deployment. I’m also certified by AWS, Snowflake, Stanford, and IBM in machine learning and data engineering and I hold an MS in Data Science from the University of North Texas and a BE in Computer Science. I’ve co-authored peer-reviewed research papers— bridging the gap between academic innovation and practical impact.My passion lies in building GenAI solutions that are not only powerful — but ethical, reliable, and genuinely useful.
Experience
Ai Ml Engineer
Dec 2025 — Present · Charlotte, NC, US
Education
University of North Texas
Master's degree, Data Science
Saveetha School of Engineering
Bachelor of Engineering - BE, Computer Science
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